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ai-powered-tool-for-technical-learning

aws-ci-cd

Full CI/CD Pipeline for AWS ECS

aws-serverless

Explore guides on crafting a serverless architecture, setting up EMR Studio, establishing workspaces, and executing Spark jobs in EMR clusters.

azure-devsecops

A Secure DevOps pipeline allows development teams to work fast without breaking their project by introducing unwanted security vulnerabilities.

clip-dino-visual-similarity

image similarity with a deep dive into CLIP and DINOv2 models. This repository offers comprehensive code and insights for benchmarking these AI giants in image similarity tasks.

data-pipelines-terraform

This Project aims to automate the process of infrastructure creation.

databricks-aws

Databricks provides a unified, open platform for all your data. It empowers data scientists, data engineers and data analysts with a simple collaborative environment to run interactive and scheduled data analysis workloads.

deep-learning-using-pytorch

An open-source machine learning framework that accelerates the path from research prototyping to production deployment.” Simply put PyTorch is a deep learning framework and scientific computing package based on Python that uses the power of graphics processing units (GPU). PyTorch is a Python-based library designed to provide flexibility as a deep

docker

Docker is an open platform for developing, shipping, and running applications. Docker enables you to separate your applications from your infrastructure so you can deliver software quickly. With Docker, you can manage your infrastructure in the same ways you manage your applications.

efficientsam

EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything

end-to-end-computer-vision

Explore the cutting edge of computer vision with this comprehensive repository, showcasing a spectrum from classical machine learning to state-of-the-art transformer models.

genai

A curated repository featuring source codes, examples, and deployment guides for state-of-the-art models. Discover insights on deploying powerful Generative AI seamlessly in production environments.

github-cheatsheet

jayyshah.github.io

langchain

language-models

Explore the world of large language models , featuring comprehensive source codes and guides on deploying them effectively in production environments

machine-learning-and-operations

An array of well-organized source codes to supercharge your data science journey

makerspace

mlflow-aws

A Step by step tutorial on How to setup MLflow on AWS

ms-azure-ml

Azure Machine Learning empowers data scientists and developers to build, deploy, and manage high-quality models faster and with confidence. It accelerates time to value with industry-leading machine learning operations (MLOps), open-source interoperability, and integrated tools.

nlp-python

Natural language processing (NLP) is a field of artificial intelligence that focuses on enabling computers to understand, interpret, and generate human language.

open-cv

Computer vison is a subset of computer science that, simply put, allows computer to see, comprehend and analyze visual data.The main aim of this repository is to provide a visual impact of all the filters, modules, Neural Nets in computer vision and its uses; using a practical approach.

pyspark

sd

Raj Group software development

terraform-aws

Using Terraform as Infrastructure as code(IAC) tool to deploy a highly available WordPress Application in a single Region. It will be configured to leverage a Multi-AZ(Data Replication along multiple AZ) MYSQL data base and an autoscaler based on CPU utilization for web hosting.

yolo-byte-vision

This project leverages the power of YOLOv8 for object detection, ByteTrack for tracking, and SuperVision for counting.